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Given two algorithms: Algorithm x that processes each element of a dataset once and has a time complexity of O ( N ) . Algorithm
Given two algorithms:
Algorithm that processes each element of a dataset once and has a time complexity of
Algorithm that processes half the dataset but has a time complexity of
Which of the following statements is correct?
Algorithm Xs execution time will double with each added data point.
The execution times of both algorithms will be roughly the same for large datasets.
Despite processing only half the dataset, Algorithm will still be slower than Algorithm for sufficiently large datasets.
Algorithm will always be faster since it processes fewer data.
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